{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Test Pyro4 Setup"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Connected!'"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import Pyro4\n",
    "Pyro4.config.SERIALIZER = \"pickle\"\n",
    "Pyro4.config.SERIALIZERS_ACCEPTED.add(\"pickle\")\n",
    "bot = Pyro4.Proxy(\"PYRONAME:remotelocobot@172.17.0.2\")\n",
    "bot.test_connection()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "from PIL import Image\n",
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "def display_sample(rgb_obs, semantic_obs, depth_obs):\n",
    "    rgb_img = Image.fromarray(rgb_obs)\n",
    "\n",
    "    semantic_img = Image.new(\"P\", (semantic_obs.shape[1], semantic_obs.shape[0]))\n",
    "    semantic_img.putpalette(d3_40_colors_rgb.flatten())\n",
    "    semantic_img.putdata((semantic_obs.flatten() % 40).astype(np.uint8))\n",
    "    semantic_img = semantic_img.convert(\"RGBA\")\n",
    "\n",
    "    depth_img = Image.fromarray((depth_obs / 10 * 255).astype(np.uint8), mode=\"L\")\n",
    "\n",
    "    arr = [rgb_img, semantic_img, depth_img]\n",
    "    titles = ['rgb', 'semantic', 'depth']\n",
    "    plt.figure(figsize=(12 ,8))\n",
    "    for i, data in enumerate(arr):\n",
    "        ax = plt.subplot(1, 3, i+1)\n",
    "        ax.axis('off')\n",
    "        ax.set_title(titles[i])\n",
    "        plt.imshow(data)\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "d3_40_colors_rgb: np.ndarray = np.array(\n",
    "    [\n",
    "        [31, 119, 180],\n",
    "        [174, 199, 232],\n",
    "        [255, 127, 14],\n",
    "        [255, 187, 120],\n",
    "        [44, 160, 44],\n",
    "        [152, 223, 138],\n",
    "        [214, 39, 40],\n",
    "        [255, 152, 150],\n",
    "        [148, 103, 189],\n",
    "        [197, 176, 213],\n",
    "        [140, 86, 75],\n",
    "        [196, 156, 148],\n",
    "        [227, 119, 194],\n",
    "        [247, 182, 210],\n",
    "        [127, 127, 127],\n",
    "        [199, 199, 199],\n",
    "        [188, 189, 34],\n",
    "        [219, 219, 141],\n",
    "        [23, 190, 207],\n",
    "        [158, 218, 229],\n",
    "        [57, 59, 121],\n",
    "        [82, 84, 163],\n",
    "        [107, 110, 207],\n",
    "        [156, 158, 222],\n",
    "        [99, 121, 57],\n",
    "        [140, 162, 82],\n",
    "        [181, 207, 107],\n",
    "        [206, 219, 156],\n",
    "        [140, 109, 49],\n",
    "        [189, 158, 57],\n",
    "        [231, 186, 82],\n",
    "        [231, 203, 148],\n",
    "        [132, 60, 57],\n",
    "        [173, 73, 74],\n",
    "        [214, 97, 107],\n",
    "        [231, 150, 156],\n",
    "        [123, 65, 115],\n",
    "        [165, 81, 148],\n",
    "        [206, 109, 189],\n",
    "        [222, 158, 214],\n",
    "    ],\n",
    "    dtype=np.uint8,\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "rgb, d, segm = bot.get_rgbd_segm()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x576 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "display_sample(rgb, segm, d)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.10"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
